City index · GB · scans run every hour

Leeds cafes and bars: which businesses can AI agents use?

Every cafe, bar and pub business in Leeds that has its own website gets the same scan. So far 180 of 215 distinct websites have been scanned.

215 businesses on a map, by grade: 66 A or B, 81 C or D, 68 F — 215 of 215 scannedA or B 66C or D 81F 68the map page

1,388

businesses in OpenStreetMap

215

distinct business websites (a chain's site counts once)

18%

of scanned sites turn an AI crawler away at the edge

score A or B so far

A 26 · B 40 · C 48 · D 33 · F 33

A score stays provisional until its site has had the action test and the citation check. Methodology · Markdown · JSON.

Leaderboard

Ranked by Agent-Direct Score

If one of these is yours, open its page to rescan or claim it. 94 places you can book or order from directly →

#	Business	Score	Menu	Direct channel	AI crawlers
1	Deep in dough deepindough.com	A 96.9%	HTML page	own site	open
2	Chance & Counters chanceandcounters.com · coffee_shop, burger, fries, chicken	A 96.3%	HTML page	own site	open
3	The Deer Park deerparkleeds.co.uk	A 95.4%	HTML page	own site	open
4	The Old Ball theoldballleeds.co.uk	A 95.4%	HTML page	own site	open
5	The Station thestationleeds.co.uk	A 95.4%	HTML page	own site	open
6	Eat Your Greens eatyourgreensleeds.co.uk	A 93.8%	HTML page	own site	open
7	Parkside Tavern parksidetavern.co.uk	A 93.8%	HTML page	own site	open
8	The Brunswick thebrunswick.co.uk	A 93.8%	HTML page	own site	open
9	Fearns fearnsuk.com	A 92.3%	HTML page	own site	open
10	Hyde Park Book Club hydeparkbookclub.co.uk · coffee_shop	A 92.3%	HTML page	own site	open
11	Laynes laynescafe.co.uk · coffee_shop, breakfast	A 92.3%	HTML page	own site	open
12	The Corner 19 Cafe & Bistro thecorner19.co.uk	A 92.3%	HTML page	own site	open
13	Veeno - The Italian Wine Cafe veenobars.com · italian	A 92.3%	HTML page	vendor on own site	open
14	Treehouse Bar & Kitchen treehousebars.com	A 90.8%	HTML page	own site	open
15	The Roundhay Fox vintageinn.co.uk	A 90.3%	HTML page	own site	blocked
16	The Slug & Lettuce slugandlettuce.co.uk	A 90%	HTML page	own site	open
17	Cielo Express clocoffee.com	A 87.7%	HTML page	own site	open
18	Granville's Beer & Gin House granvilleshouse.co.uk	A 87.7%	PDF	own site	open
19	Hygge Cafe hyggecafes.com	A 87.7%	HTML page	own site	open
20	Saint Jude Bar & Kitchen saintjudeleeds.co.uk	A 87.7%	PDF	own site	open
21	The Decanter thedecanter.co.uk	A 87.7%	HTML page	own site	open
22	Horsforth Hotel greeneking.co.uk	A 87.5%	HTML page	own site	blocked
23	White House chefandbrewer.com	A 87.5%	HTML page	own site	blocked
24	Coffee On The Crescent coffeeonthecrescent.co.uk · brunch, coffee_shop, sandwich	A 86.2%	HTML page	own site	open
25	House Of Koko houseofkoko.com	A 86.2%	HTML page	own site	open

Show all 178

#	Business	Score	Menu	Direct channel	AI crawlers
26	Neighbourhood neighbourhoodrestaurant.co.uk	B 84.6%	HTML page	own site	open
27	The Brewery Tap brewerytapleeds.co.uk	B 84.6%	HTML page	own site	open
28	The Brownlee Arms brownleearms.co.uk	B 84.6%	HTML page	own site	open
29	The Lamb & Flag lambandflagleeds.co.uk	B 84.6%	HTML page	own site	open
30	The Midnight Bell midnightbell.co.uk	B 84.6%	HTML page	own site	open
31	Truly Scrummy trulyscrummy.com	B 84.6%	HTML page	own site	open
32	Sociable Folk sociablefolk.co.uk	B 83.1%	HTML page	vendor on own site	open
33	Bundobust bundobust.com · indian	B 81.1%	HTML page	own site	blocked
34	Courtyard Café harewood.org	B 80%	PDF	own site	open
35	The Botanist uk.com	B 78.8%	HTML page	own site	open
36	The Cuthbert Brodrick jdwetherspoon.com	B 78.8%	HTML page	own site	open
37	The Northern Market northernmonk.com	B 77.5%	PDF	vendor on own site	open
38	Cafe Yoga cafeyogahorsforth.co.uk	B 76.9%	none	own site	open
39	North Star Coffee Shop northstarroast.com	B 76.9%	HTML page	vendor on own site	open
40	Oh, Hello Pottery Café ohhellopotterycafe.com	B 76.9%	none	own site	open
41	Scarborough Hotel nicholsonspubs.co.uk	B 76.5%	none	own site	blocked
42	Blank Street Coffee blankstreet.com · coffee_shop	B 75%	HTML page	own site	open
43	Carousel carousel-bars.co.uk	B 73.8%	HTML page	own site	open
44	Fibre fibreleeds.com	B 73.8%	none	own site	open
45	Friends of Ham friendsofham.com	B 73.8%	none	own site	open
46	Pig Love Pop-up Tap Room piglovebrewing.com	B 73.8%	none	own site	open
47	Tartarus Beers tartarusbeers.co.uk	B 73.8%	none	own site	open
48	The Boundary House theboundaryhousemethley.co.uk	B 73.8%	PDF	vendor on own site	open
49	The Vinyl Whistle vinylwhistle.co.uk	B 73.8%	none	own site	open
50	The Wardrobe thewardrobe.co.uk	B 73.8%	HTML page	own site	open
51	O'Neills oneills.co.uk	B 73.4%	HTML page	own site	blocked
52	Archive archiveleeds.co.uk · pizza	B 72.3%	HTML page	own site	open
53	Bingley Arms bingleyarms.com	B 72.3%	HTML page	own site	open
54	Bloom Juice bloomjuice.co.uk · juice	B 72.3%	HTML page	own site	open
55	Electric Shuffle electricshuffle.com	B 72.3%	HTML page	own site	open
56	Mistål Kitchen mistalkitchen.co.uk · cake, pie, breakfast	B 72.3%	HTML page	own site	open
57	Moose Coffee moosecoffee.co · coffee_shop	B 72.3%	HTML page	own site	open
58	Nation Of Shopkeepers anationofshopkeepers.com · burger, pizza, sandwich, chicken	B 72.3%	HTML page	none	open
59	Never Enough Thyme neverenoughthyme.co.uk	B 72.3%	HTML page	own site	open
60	The Adelphi theadelphileeds.co.uk	B 72.3%	HTML page	none	open
61	The White Horse whitehorseledston.co.uk	B 72.3%	HTML page	own site	open
62	Three Cottages Cafe threecottagescafe.co.uk · coffee_shop, ice_cream	B 72.3%	HTML page	own site	open
63	Water Lane Boathouse waterlaneboathouse.com	B 72.3%	HTML page	own site	open
64	Little Leaf Cafe littleleafcafe.co.uk	B 70.8%	HTML page	third party	open
65	Flight Club flightclubdarts.com	B 70%	none	own site	open
66	Black Cat Club theblackcatclub.co.uk	C 69.2%	PDF	own site	open
67	Stage Espresso & Brewbar stagecoffee.com · coffee_shop, bakery	C 69.2%	HTML page	marketplace	open
68	La Piloa lapiolaleeds.com · italian, coffee_shop	C 67.7%	PDF	own site	open
69	Olive & Rye oliveandrye.co.uk · breakfast, sandwich, salad, brunch, coffee_shop	C 67.7%	PDF	own site	open
70	Pendas Arms pendasarmsleeds.co.uk	C 67.7%	PDF	own site	open
71	Shed theshedbar.co.uk	C 67.7%	PDF	own site	open
72	Shine shinecollective.co.uk	C 67.7%	none	vendor on own site	open
73	White Cloth Hall whiteclothhall.co.uk	C 67.7%	PDF	own site	open
74	Le Pain Quotidien lepainquotidien.com · coffee_shop	C 67.5%	HTML page	own site	open
75	Bubble Sing bubblesing.co.uk · bubble_tea	C 67.2%	HTML page	own site	blocked
76	The Fleece nearbyfirms.com	C 66.6%	HTML page	none	blocked
77	Common Ground luu.ac.uk	C 66.2%	HTML page	none	open
78	go! Thai Bistro gothaibistro.co.uk · thai, bistro	C 66.2%	HTML page	none	open
79	The Townhouse townhouseleeds.com	C 65.1%	none	own site	blocked
80	Barnbow stonehouserestaurants.co.uk	C 64.6%	none	own site	blocked
81	Black Sheep Coffee blacksheepcoffee.co.uk · coffee_shop	C 64.6%	elsewhere	own site	open
82	Yes-Pah yes-pah.com	C 64.2%	HTML page	own site	blocked
83	The Three Swords thethreeswords.co.uk	C 63.5%	PDF	vendor on own site	blocked
84	Caring For Life - Crag House Farm caringforlife.co.uk	C 63.1%	none	own site	open
85	M&S Cafe marksandspencer.com	C 63.1%	none	own site	open
86	Oporto oportobar.co.uk	C 63.1%	none	own site	open
87	The Horse And Trumpet craftunionpubs.com	C 63.1%	none	none	open
88	The Meanwood Tavern meanwoodtavern.co.uk	C 63.1%	none	own site	open
89	Viaduct Showbar viaductleeds.com	C 63.1%	none	own site	open
90	Bootlegger bootleggerbars.com	C 62%	HTML page	own site	blocked
91	Brudenell Social Club brudenellsocialclub.co.uk	C 62%	HTML page	own site	blocked
92	1915 leeds.ac.uk	C 61.5%	none	own site	open
93	Cafe in the Courthouse otleycourthouse.org.uk	C 61.5%	none	third party	open
94	Doghouse doghousebarandbagelshop.co.uk · bagel, coffee_shop	C 61.5%	PDF	none	open
95	Doh'hut dohhut.com · donut	C 61.5%	none	own site	open
96	Holding Patterns holdingpatternslds.co.uk	C 61.5%	HTML page	none	open
97	Kitty Cafe kittycafe.co.uk	C 61.5%	none	own site	open
98	The Barn Coffee Shop thebarnmeanwood.com	C 61.5%	HTML page	none	open
99	Canal Club canalclub.co.uk	C 61.1%	HTML page	vendor on own site	blocked
100	Be At One stonegategroup.co.uk	C 60%	none	third party	open
101	Everybodys All Day Social everybodyssocial.co.uk	C 60%	HTML page	third party	open
102	Konga Coffee kongacoffee.co.uk	C 60%	HTML page	third party	open
103	Starbucks starbucks.co.uk · coffee_shop	C 58.8%	HTML page	own site	open
104	200° Coffee 200degs.com · coffee_shop, sandwich, cake	C 58.5%	none	none	open
105	The Stone Roses Bar thestonerosesbar.co.uk	C 58.5%	none	none	open
106	Horsforth Conservative Club horsforthconclub.co.uk	C 56.9%	none	none	open
107	The Head of Steam theheadofsteam.co.uk	C 56.9%	PDF	none	open
108	The Thornhill thornhill.pub	C 56.9%	PDF	vendor on own site	open
109	All Bar One allbarone.co.uk	C 56.5%	none	none	blocked
110	The Fox and Hounds emberinns.co.uk	C 56.5%	none	none	blocked
111	Boba & Bao boba-bao.co.uk · bubble_tea	C 55.4%	image	vendor on own site	open
112	Half Sugar halfsugar.co.uk · bubble_tea	C 55.4%	HTML page	marketplace	open
113	Bavette Bistro bavettebistro.com · bistro, french	D 53.8%	HTML page	none	open
114	Cup Nineteen cup19.co.uk	D 53.8%	HTML page	none	open
115	The Bankhouse bankhouse.org.uk	D 53.8%	HTML page	marketplace	open
116	The Black Horse Hotel blackhorseotley.co.uk	D 53.8%	HTML page	none	open
117	Kirkstall Bridge Inn kirkstallbridge.co.uk	D 51.2%	PDF	vendor on own site	blocked
118	92 Degrees 92degrees.coffee · coffee_shop	D 50.8%	none	none	open
119	Better Days rootsandfruits.net	D 50.8%	none	none	open
120	Kapow Coffee kapowcoffee.co.uk · coffee_shop	D 50.8%	none	none	open
121	La Bottega Milanese (Park House) labottegamilanese.co.uk · coffee_shop	D 50.8%	none	none	open
122	North Brewing Co. Leeds City Tap northbrewing.com	D 50.8%	none	none	open
123	Rand Coffee Roastery randcoffeeroastery.com	D 50.8%	none	none	open
124	Tandem tandemleeds.com · coffee_shop	D 50.8%	none	none	open
125	The Old Red Bus Station theoldredbusstation.com	D 50.8%	none	none	open
126	World Peace Cafe and Shop meditationinleeds.org	D 50.8%	none	none	open
127	Cafe Rain netlify.app	D 49.2%	HTML page	none	open
128	Iron Tiger Coffee Co irontigercoffee.co.uk	D 49.2%	HTML page	none	open
129	Left Bank Cafe leftbankleeds.org.uk · coffee_shop, sandwich, bagel, jacket_potato	D 49.2%	PDF	none	open
130	Nero Express caffenero.com · coffee_shop	D 49.2%	HTML page	none	open
131	Number 9 number9deli.com · sandwich	D 49.2%	HTML page	none	open
132	Relish Food relishfood.co.uk	D 49.2%	HTML page	none	open
133	The Assembly theassemblyleeds.co.uk	D 49.2%	HTML page	none	open
134	The Hop Shack thehopshack.co.uk	D 49.2%	HTML page	none	open
135	Thomas Hardy's Irish Bar hardyshorsforth.co.uk	D 47.7%	none	none	open
136	Grounded and Co. groundedandco.co.uk · coffee_shop	D 46.2%	HTML page	none	open
137	Kirkstall Brewery Taproom & Kitchen kirkstallbrewerytap.co.uk · pizza	D 45.5%	PDF	vendor on own site	blocked
138	The Bankers Cat bankerscat.co.uk	D 44.6%	PDF	none	open
139	Tapped tappedleeds.co.uk · pizza	D 44.2%	PDF	none	blocked
140	The Loft Coffee Shop theloftcoffeeshop.co.uk	D 43.5%	none	none	blocked
141	Asda Living Cafe asda.com	D 43.1%	none	none	open
142	Crossgates and District Recreational Hall crossgatesrec.org.uk	D 43.1%	none	none	open
143	Northern Guitars northernguitars.co.uk	D 43.1%	none	none	open
144	The Engine Shed engineshedwetherby.co.uk	D 43.1%	none	none	open
145	West Leeds Sports And Social Club pitchero.com	D 43.1%	none	none	open
146	Ship Inn theshipleeds.co.uk	F 38.9%	HTML page	none	blocked
147	HiiGRIND hiiclub.co.uk · coffee_shop	F 38.5%	none	none	open
148	Queens Court glamorousqc.co.uk	F 38.5%	none	none	open
149	Revolution revolution-bars.co.uk	F 38.5%	none	none	open
150	StUdio ltsu.co.uk	F 38.5%	none	none	open
151	The Chemic Tavern chemictavern.co.uk	F 38.5%	none	none	open
152	Tiled Hall Cafe leeds.gov.uk	F 38.5%	none	none	open
153	Wharf Chambers Co-operative Club wharfchambers.org	F 38.5%	none	none	open
154	Starbucks starbucks.com · coffee_shop	F 37.5%	none	none	open
155	Backroom backroomleeds.co.uk	F 36.9%	none	own site	blocked
156	CAF Farsley caffarsley.co.uk · coffee_shop	F 35.4%	none	none	open
157	Crustiq Cafe & Bakery crustiq.co.uk · breakfast, brunch	F 35.4%	none	none	open
158	Opposite oppositecafe.co.uk	F 35.4%	none	none	open
159	Outlaws Yacht Club outlawsyachtclub.com	F 34.3%	PDF	none	blocked
160	Vesper Gate vespergate.com	F 34.3%	none	marketplace	blocked
161	The Bridge Inn warmandfriendly.co.uk	F 33.8%	none	none	open
162	Seven sevenleeds.co.uk	F 32.3%	none	third party	blocked
163	The Fleece wixsite.com	F 31.3%	none	none	open
164	Chatime chatimeuk.com · bubble_tea	F 25.1%	none	none	blocked
165	Flamingos flamingoscoffeehouse.co.uk · coffee_shop	F 23.1%	HTML page	none	blocked
166	Courtyard Cafe wordpress.com	F 17.5%	HTML page	none	blocked
167	Old Cock theoldcockotley.co.uk	F 4.6%	none	none	blocked
168	Caffè Nero caffenero.co.uk · coffee_shop	F 0%	unreachable	none	open
169	Editor's Draught crafted-social.co.uk	F 0%	unreachable	none	open
170	Ethiopian Organic Coffee Cafe ethiopianorganiccoffee.co.uk	F 0%	unreachable	none	open
171	Lebanese Bites lebanesebites.co.uk · lebanese	F 0%	unreachable	none	blocked
172	Mill Kitchen millkitchen.co.uk	F 0%	unreachable	none	open
173	Out of the Woods outofthewoods.me.uk	F 0%	unreachable	none	open
174	The Acorn acornpubleeds.co.uk	F 0%	unreachable	none	open
175	The Buffers buffersscholes.com	F 0%	unreachable	none	blocked
176	The Liquorist liquoristleeds.co.uk	F 0%	unreachable	none	open
177	The Midland Hotel greatukpubs.co.uk	F 0%	unreachable	none	open
178	The Princess theprincessrawdon.co.uk	F 0%	unreachable	none	open

What the sites say

How Leeds cafes and bars compares

Each row compares this index with every index of the same kind. The dot is this city and the line is the median.

LeedsmedianGB medianspread of comparable indexes

Presenceagainst 131 indexes of cafes and bars

No web address listed977 of 1,38870%31 of 131 · median 52% · GB median 44%→

Only a social profile44 of 1,3883.2%50 of 131 · median 2.9% · GB median 2.1%→

Own website363 of 1,38826%95 of 131 · median 41% · GB median 50%→

Website facts come from 169 of the 180 scanned sites (94%). A row only shows once 300 pages and half of the scanned sites have been read, and four in five of the city's websites have been scanned. Every number, with its method and data →

Every count behind these rows

Menu or price list

HTML page	83
none	63
PDF	21
elsewhere	1
image	1

Direct booking or ordering

own site	82
none	64
vendor on own site	12
third party	7
marketplace	4

Site builder

Wordpress	64
Unknown	50
Squarespace	18
Shopify	17
Wix	15
Godaddy	2

AI crawlers

Turn at least one away at the edge	33
Block one in robots.txt	2
Turn away every visitor without a browser	5
Didn't answer in time	7
Unreachable from the scanner	11
No working site (dead address)	35

The menu, channel and builder counts cover the 169 sites the scanner could read; the AI crawler counts cover all 180 scanned sites. Each uses the latest scan. The listings come from OpenStreetMap. Businesses without their own website are counted but not scanned. Another 35 have an address that no longer answers (dead domain, bad certificate or server down). They're counted with the businesses that have no website and left out of the ranking.

Assistants · October 2026

Where assistants send people in Leeds cafes and bars

Of 24 answers from ChatGPT and Gemini, 100% link a business's own site or its booking software and 17% link a marketplace, most often afternoontea.co.uk. The five destinations linked most:

Destination	Kind	Answers	Share
The businesses' own sites	own site	24	100%
Press, guides and forums	press and guides	11	46%
DesignMyNight	vendor, direct	3	13%
Instagram	directory	2	8%
Square	vendor, direct	2	8%

The full league table, assistant by assistant → · The places named, question by question

What assistants recommend in Leeds cafes and bars

Each assistant was asked the way people ask, with web search on, for up to three places and a link to book or order directly with each. For the places it recommended, the table shows how many came with a link to the place's own site, to a marketplace or to a directory, and how many came with no link at all.

Assistant	Own site or direct	Marketplace	Directory	No link	Places
ChatGPT	97%	0%	0%	3%	32
Gemini	100%	0%	0%	0%	36

Asked on 2026-10-21. A place in this index links to its report, and one with its own site that isn't in the index yet links to a scan. When a cell says "no link", the assistant named the place but didn't link to its site. Across the 12 questions, the assistants named 52 different places. This index has 1,388 businesses. Question by question →

Month by month

Leeds cafes and bars, month by month

Each month gets its own dated page, and its numbers are final once the month is over. The table shows the share of sites that turn AI crawlers away, the share that take bookings or orders on their own domain, and how many score A or B.

Month	Sites scanned	Turn a crawler away	Direct booking or ordering	A or B
October 2026 so far	180	18%	56%	66

Kind

Leeds, by kind

Each kind of business has its own index, and every index gets the same scan. This page is the cafes and bars index.

Kind	Businesses	Has a website	Sites scanned	Grades
restaurants and fast food	1,552	456	238	A 38 · B 75 · C 58 · D 19 · F 48
cafes and bars this page	1,388	363	180	A 26 · B 40 · C 48 · D 33 · F 33
hairdressers and beauty salons	633	86	61	A 0 · B 12 · C 17 · D 21 · F 11

148 of them are chain outlets. A chain's site is scanned once and counted once in the rankings.

Transactable

Can an agent transact in Leeds cafes and bars?

31 of 169 reachable sites expose a rail an agent could transact through: UCP profile 30, Square 2. Measured, not scored.

A rail is a UCP profile, an ACP discovery document, an MCP server card, or an ordering vendor that takes orders placed by assistants (Square and Toast, and any vendor whose terms allow agents). Counted from the latest scan of each site; older scans were not measured. Methodology · vendor terms for agents.